Triple

T10625226
Position Surface form Disambiguated ID Type / Status
Subject Special Agricultural Worker program E250304 entity
Predicate relatedTo P37 FINISHED
Object H-2A temporary agricultural worker program
The H-2A temporary agricultural worker program is a U.S. visa program that allows agricultural employers to hire foreign nationals for seasonal or temporary farm work when there are not enough domestic workers available.
E876242 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: H-2A temporary agricultural worker program | Statement: [Special Agricultural Worker program, relatedTo, H-2A temporary agricultural worker program]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: H-2A temporary agricultural worker program
Context triple: [Special Agricultural Worker program, relatedTo, H-2A temporary agricultural worker program]
  • A. Special Agricultural Worker program
    The Special Agricultural Worker program was a U.S. immigration initiative that granted legal status to certain undocumented farmworkers who met specific agricultural employment requirements.
  • B. Migrant and Seasonal Agricultural Worker Protection Act
    The Migrant and Seasonal Agricultural Worker Protection Act is a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers, regulating wages, housing, transportation, and employment disclosures.
  • C. Bracero Program
    The Bracero Program was a bilateral labor agreement between the United States and Mexico that brought millions of Mexican workers to the U.S. to fill agricultural and railroad labor shortages from the 1940s to the 1960s.
  • D. H-2B
    H-2B is a Japanese expendable heavy-lift launch vehicle developed by JAXA and Mitsubishi Heavy Industries, primarily used to launch the H-II Transfer Vehicle (HTV) cargo spacecraft to the International Space Station.
  • E. Ley de Migración
    La Ley de Migración es la normativa mexicana que regula la entrada, estancia, derechos y obligaciones de las personas extranjeras en el territorio nacional, así como las facultades de las autoridades migratorias.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: H-2A temporary agricultural worker program
Triple: [Special Agricultural Worker program, relatedTo, H-2A temporary agricultural worker program]
Generated description
The H-2A temporary agricultural worker program is a U.S. visa program that allows agricultural employers to hire foreign nationals for seasonal or temporary farm work when there are not enough domestic workers available.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: H-2A temporary agricultural worker program
Target entity description: The H-2A temporary agricultural worker program is a U.S. visa program that allows agricultural employers to hire foreign nationals for seasonal or temporary farm work when there are not enough domestic workers available.
  • A. Special Agricultural Worker program
    The Special Agricultural Worker program was a U.S. immigration initiative that granted legal status to certain undocumented farmworkers who met specific agricultural employment requirements.
  • B. Migrant and Seasonal Agricultural Worker Protection Act
    The Migrant and Seasonal Agricultural Worker Protection Act is a U.S. federal law that sets labor standards and protections for migrant and seasonal farmworkers, regulating wages, housing, transportation, and employment disclosures.
  • C. Bracero Program
    The Bracero Program was a bilateral labor agreement between the United States and Mexico that brought millions of Mexican workers to the U.S. to fill agricultural and railroad labor shortages from the 1940s to the 1960s.
  • D. H-2B
    H-2B is a Japanese expendable heavy-lift launch vehicle developed by JAXA and Mitsubishi Heavy Industries, primarily used to launch the H-II Transfer Vehicle (HTV) cargo spacecraft to the International Space Station.
  • E. Ley de Migración
    La Ley de Migración es la normativa mexicana que regula la entrada, estancia, derechos y obligaciones de las personas extranjeras en el territorio nacional, así como las facultades de las autoridades migratorias.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69d6aa5993448190a493b790b8f85010 completed April 8, 2026, 7:19 p.m.
NER Named-entity recognition batch_69d6df7fe9fc81908b3b8d1dc06a829c completed April 8, 2026, 11:06 p.m.
NED1 Entity disambiguation (via context triple) batch_69d96b9a27f881908e451bfa6c118af4 completed April 10, 2026, 9:28 p.m.
NEDg Description generation batch_69d96fe942648190a8779e13e16b9196 completed April 10, 2026, 9:47 p.m.
NED2 Entity disambiguation (via description) batch_69d970f3f78081909bcb2dae6dae06d5 completed April 10, 2026, 9:51 p.m.
Created at: April 8, 2026, 8:54 p.m.